Power Is Limiting Machine Learning Deployments


The total amount of power consumed for machine learning tasks is staggering. Until a few years ago we did not have computers powerful enough to run many of the algorithms, but the repurposing of the GPU gave the industry the horsepower that it needed. The problem is that the GPU is not well suited to the task, and most of the power consumed is waste. While machine learning has provided many ... » read more

Hybrid Emulation Takes Center Stage


From mobile to networking to AI applications, system complexity shows no sign of slowing. These designs, which may contain multiple billion gates, must be validated, verified and tested, and it’s no longer possible to just throw the whole thing in a hardware emulator. For some time, emulation, FPGA-based prototyping, and virtual environments such as simulators have given design and verific... » read more

How To Optimize Verification


The rate of improvement in verification tools and methodologies has been nothing short of staggering, but that has created new kinds of problems for verification teams. Over the past 20 years, verification has transformed from a single language (Verilog) and tool (simulator) to utilizing many languages (testbench languages, assertion languages, coverage languages, constraint languages), many... » read more

Blog Review: July 24


Synopsys' Taylor Armerding notes that while two Florida cities may have saved taxpayers millions by paying ransomware demands, doing so is likely setting up a ransomware tsunami that threatens other municipalities. In a video, Cadence's Jacek Duda digs into what's going on with the upcoming USB4 standard and what will change compared to USB 3.x. Mentor's Colin Walls shares a few embedded ... » read more

Week in Review: IoT, Security, Auto


Products/Services Arm rolled out its Flexible Access program, which offers system-on-a-chip design teams the capability to try out the company’s semiconductor intellectual property, along with IP from Arm partners, before they commit to licensing IP and to pay only for what they use in production. The new engagement model is expected to prove useful for Internet of Things design projects and... » read more

Week In Review: Design, Low Power


Tools & IP Arm has a new access and licensing model for its IP. Flexible Access allows SoC design teams to initiate projects before they license IP by paying a yearly fee for immediate access to a broad portfolio of technology, then paying a license fee only when they commit to manufacturing, followed by royalties for each unit shipped. IP available through Arm Flexible Access includes the... » read more

Blog Review: July 17


Mentor's John McMillan takes a look at the three general classes that have been established by IPC-2221B to reflect progressive increases in sophistication, functional performance requirements, and testing/inspection frequency for PCBs. Synopsys' Dinesh Siwal and Thenmozhy Kaliyamurthy point out the new features and improvements in DisplayPort 2.0, including greater speeds, better power effi... » read more

Low-Power Design Becomes Even More Complex


Throughout the SoC design flow, there has been a tremendous amount of research done to ease the pain of managing a long list of power-related issues. And while headway has been made, the addition of new application areas such as AI/ML/DL, automotive and IoT has raised as many new problems as have been solved. The challenges are particularly acute at leading-edge nodes where devices are power... » read more

What’s Powering Artificial Intelligence


To scale artificial intelligence (AI) and machine learning (ML), hardware and software developers must enable AI/ML performance across a vast array of devices. This requires balancing the need for functionality alongside security, affordability, complexity and general compute needs. Fortunately, there’s a solution hiding in plain sight. To read more, click here (scroll down to "Download No... » read more

Tackling Safety And Security


Semiconductor Engineering sat down to discuss industry attitudes towards safety and security with Dave Kelf, chief marketing officer for Breker Verification; Jacob Wiltgen, solutions architect for functional safety at Mentor, a Siemens Business; David Landoll, solutions architect for OneSpin Solutions; Dennis Ciplickas, vice president of characterization solutions at PDF Solutions; Andrew Dauma... » read more

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